> ## Documentation Index
> Fetch the complete documentation index at: https://hotchilianalyticsllc.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Roadmap

> The future of VerityNgn and the SourceWatch initiative

# Roadmap

Our mission is to build the foundational infrastructure for automated video verification. Here is what we are working on next.

## SourceWatch Initiative

SourceWatch will provide source credibility intelligence to VerityNgn through three integrated capabilities:

1. **Channel Credibility Scoring**: A comprehensive database of YouTube channel credibility scores based on historical accuracy and transparency.
2. **Suspect Video Discovery**: Automated detection systems to flag potentially misleading content before it goes viral.
3. **Truthful Sources Library**: A curated, high-validation-power library of authoritative sources for specialized fields (medicine, finance, climate).

## Platform Expansion

While we currently focus on YouTube, misinformation knows no boundaries. We are planning support for:

* [ ] **TikTok**: Short-form vertical video analysis.
* [ ] **Instagram Reels**: Cross-platform verification.
* [ ] **X (Twitter) Video**: Real-time verification for breaking news.
* [ ] **Facebook Video**: Broadening the impact on social platforms.

## Technical Enhancements

* **Adaptive FPS**: Dynamically adjusting frame sampling rates based on visual complexity (e.g., higher FPS during data demonstrations).
* **Multi-Model Support**: Seamlessly switching between Gemini, Claude, and GPT-4 for cross-model verification.
* **Explainable UI**: Interactive visualizations of the Bayesian aggregation process to help users understand *why* a verdict was reached.

## Community Priorities

We welcome contributions in the following areas:

* **Ground Truth Labeling**: Helping us expand our 200-claim test set to 1,000+ claims.
* **Multi-Language Support**: Expanding beyond English-only analysis.
* **Plugin System**: Allowing developers to add custom evidence sources (e.g., Reddit, specialized academic databases).

***

*Interested in early access to our commercial version for high-scale or private runs? Visit [VerityIndex.com](https://VerityIndex.com).*